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{
"significant_genes": {
"Variable": [
"TRERF1",
"C18orf15",
"NR1H4",
"POLR3E",
"CCL20",
"RBKS",
"MAP9",
"CEP89",
"GNA15",
"PTGES3",
"REG1B",
"MEX3C",
"MYOCD",
"ALX3",
"BMP15",
"HSPB3",
"MIR1915HG",
"KLHL13",
"SERPINC1",
"M1AP",
"NGEF",
"GJA3",
"NDUFV3",
"KRBOX5",
"INTS10",
"L3MBTL4",
"DNASE1L1",
"KCND2",
"NME5",
"PPP1R7",
"CACNA1A",
"SERPINI2",
"CD40",
"COX15",
"IRX2",
"GJB7",
"STYX",
"PICSAR",
"VCPIP1",
"PLAAT1",
"TCN1",
"MAPK4",
"ARSG",
"PFDN6",
"KCTD16",
"NPFFR2",
"CYCS",
"ABCG4",
"BAIAP2L1",
"ANKRD20A20P",
"GALNT11",
"CDKN1C",
"OR2A20P",
"NKAIN2",
"RAB3C",
"CDK11A",
"TTTY6",
"SLC46A1",
"PEBP1",
"ARHGAP4",
"GDNF",
"FAM184B",
"FN1",
"GLYAT",
"RPRM",
"PNLIPRP2",
"MDH1B",
"HARBI1",
"SNX16",
"FGF5",
"NYNRIN",
"SASH1",
"ANKRD22",
"PLBD1",
"AURKC",
"TMPPE",
"FKBP4",
"APOL3",
"GRIK3",
"LY6D",
"ADAM32",
"KL",
"CEP15",
"PLEKHB1",
"ABHD10",
"TAS2R19",
"MOK",
"CCT6B",
"PCDHB5",
"ESPL1",
"XPC",
"KRT1",
"CREB3L2",
"LINC02860",
"HOXB9",
"CENPB",
"PAX7",
"H1-2",
"GAA",
"PCDHA4",
"MRPS18A",
"PIK3R3",
"MUTYH",
"MMP13",
"NAPRT",
"TMSB4Y",
"LYRM9",
"GSTM4",
"POGLUT1",
"BMP8A",
"FOXD2",
"CRP",
"LINC02897",
"PCDHGB4",
"SLC15A2",
"EXT2",
"LRIF1",
"PLAAT2",
"ALKBH2",
"PCDHA6",
"LMBR1L",
"TMEM35A",
"NKPD1",
"ZNF772",
"NWD2",
"DUS4L",
"CCDC73",
"OR2B6",
"GLB1L2",
"ERCC6",
"RASGEF1B",
"FNDC3B",
"SIGLEC12",
"TAMM41",
"SYT4",
"POLR2E",
"DNAI3",
"NFIL3",
"KYAT3",
"CD300LD-AS1",
"CFAP144",
"ENC1",
"CKMT2",
"TMPRSS5",
"CKM",
"HEATR5B",
"ANKRD2",
"CHMP2A",
"CRNDE",
"DGKE",
"SURF1",
"IFIT1",
"GRB14",
"ZNF334",
"ZCWPW2",
"DNASE2B",
"VWCE",
"REG1A",
"TONSL",
"TICAM1",
"ANK3",
"RIMKLB",
"PCDHB16",
"YBEY",
"GET1",
"NAT8B",
"RNASE2",
"PEX6",
"CEP164",
"FAM138E",
"USP9Y",
"PTEN",
"SSTR5",
"ZNF764",
"SERPINB9",
"VAX1",
"OR2A1",
"NSG2",
"GZMB",
"ANKRD18A",
"ARL16",
"ZNF37BP",
"GLYATL1",
"B4GALNT4"
],
"Coefficient": [
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0.06609660245288387,
0.06442384403760038,
0.05257953771645052,
0.049857728762329745,
0.04678715967415539,
0.04533062960094397,
0.043166930499118676,
-0.042980739549203936,
-0.04180418891492855,
-0.04099928039107267,
0.040815663050413925,
0.04058430225008678,
0.03794594864544266,
-0.0378410789765182,
-0.037577922621477564,
0.036213969381459106,
-0.03549121389035733,
0.034941723854155095,
0.034373216022652524,
0.03076973681219819,
0.030761866305346112,
-0.030756800328949577,
-0.030616126856329848,
-0.030384263404682862,
-0.02977635667464805,
0.029438355183224376,
-0.029183092112792245,
-0.028956983814908435,
0.028645875965184676,
-0.02712284868046503,
0.02698081999180296,
-0.026247973422272527,
-0.026232133713738746,
-0.02614369096260727,
0.02554047832676393,
-0.025423429663612804,
-0.025395407995485727,
-0.02535133035949984,
-0.024802967671961173,
-0.024777630253982004,
0.024352110556528698,
0.023926625548280008,
0.023772617061934263,
0.023246955105182703,
0.02284186388240374,
0.02270084236686418,
0.022331201293245413,
0.022262607067036498,
-0.02176353782957008,
-0.021476429302630103,
-0.021415126381102143,
-0.02027287840516129,
0.020119775782144345,
-0.020063996344902725,
0.01993286891283118,
-0.019788750569086643,
0.019485085983136054,
-0.0194736858743983,
0.019183618864451267,
-0.019163360036520805,
-0.01915956981848934,
0.01885781889154745,
0.01830246943359434,
-0.01816676365956543,
0.01802653632668677,
-0.017431899205205235,
0.01643109898698857,
-0.016234227423637698,
0.015960926827909224,
-0.015960737329695867,
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0.015235251533509964,
0.014981486806323425,
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0.012505613640539233,
-0.012018622110890437,
-0.011985551437374186,
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0.011207256226153922,
-0.010921719140361755,
0.010854260308830292,
0.01067319160178132,
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-0.010187558142352922,
0.009897118612897687,
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0.00960162764287234,
0.009527497987416068,
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0.008553162523973116,
0.00832872267974872,
-0.008186377757756005,
0.008083444232730606,
0.008024192159065493,
0.007873719083335591,
0.007857956057243076,
0.0076836200299023215,
-0.007336259151730607,
0.007019208452960459,
-0.0069926124397938355,
-0.006976597246946548,
-0.006738633107492373,
-0.006572973880381347,
0.006451006272833235,
0.006237051074131918,
0.0062368741219576305,
-0.00620929391671254,
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0.0060783062116357865,
-0.005984627434029508,
-0.005913351566248986,
-0.0059052277829511595,
0.005613085006264603,
-0.0056062465163942326,
-0.00547494635778296,
-0.005404918289335851,
-0.005316724507379877,
-0.005063408578082709,
0.005042094293051822,
-0.004503128574225574,
-0.004480555966203353,
0.004279190476182218,
-0.00427092466325689,
-0.004234832777548447,
-0.0041827244580153276,
-0.004107805232794943,
-0.004038560775229899,
0.0040048985703765635,
0.003803919738160093,
0.0037650117046626923,
0.0035412001594203693,
0.0033374344870191527,
0.0033250538543042737,
0.003293055371105745,
-0.0031964343246056004,
-0.003079784453304111,
-0.003014450171283692,
-0.00263102220433695,
-0.0024282728406564195,
0.002396479647780004,
0.0023030117061460416,
-0.002281967815034113,
0.0022651251144050685,
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-0.0018160294649647365,
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-0.0014059787269965801,
-0.0013602241388161955,
-0.0012437826220309401,
-0.0010897152349558553,
0.0010661496158343086,
0.001049264934965739,
0.0009427865418232019,
-0.000583814483977492,
-0.0005626127322035826,
-0.0005424641819253286,
-0.0005052508598774273,
-0.0003118863783771951,
0.0001894952683720709,
-0.00017012278140209113,
-0.00011020400064864859,
-3.240484266180083e-05
],
"Absolute Coefficient": [
0.07538671859388912,
0.06609660245288387,
0.06442384403760038,
0.05257953771645052,
0.049857728762329745,
0.04678715967415539,
0.04533062960094397,
0.043166930499118676,
0.042980739549203936,
0.04180418891492855,
0.04099928039107267,
0.040815663050413925,
0.04058430225008678,
0.03794594864544266,
0.0378410789765182,
0.037577922621477564,
0.036213969381459106,
0.03549121389035733,
0.034941723854155095,
0.034373216022652524,
0.03076973681219819,
0.030761866305346112,
0.030756800328949577,
0.030616126856329848,
0.030384263404682862,
0.02977635667464805,
0.029438355183224376,
0.029183092112792245,
0.028956983814908435,
0.028645875965184676,
0.02712284868046503,
0.02698081999180296,
0.026247973422272527,
0.026232133713738746,
0.02614369096260727,
0.02554047832676393,
0.025423429663612804,
0.025395407995485727,
0.02535133035949984,
0.024802967671961173,
0.024777630253982004,
0.024352110556528698,
0.023926625548280008,
0.023772617061934263,
0.023246955105182703,
0.02284186388240374,
0.02270084236686418,
0.022331201293245413,
0.022262607067036498,
0.02176353782957008,
0.021476429302630103,
0.021415126381102143,
0.02027287840516129,
0.020119775782144345,
0.020063996344902725,
0.01993286891283118,
0.019788750569086643,
0.019485085983136054,
0.0194736858743983,
0.019183618864451267,
0.019163360036520805,
0.01915956981848934,
0.01885781889154745,
0.01830246943359434,
0.01816676365956543,
0.01802653632668677,
0.017431899205205235,
0.01643109898698857,
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0.015960926827909224,
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0.01591388759318272,
0.015581765881206857,
0.015235251533509964,
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0.014212655351260213,
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]
},
"cv_performance": {
"prediction": {
"accuracy": 68.16326530612244,
"precision": 49.1171679197995,
"recall": 52.85695006747638,
"f1": 50.40103510691746
},
"selection": {
"precision": 0.37198105148714766,
"recall": 4.615384615384615,
"f1": 0.6884635832004252,
"jaccard": 0.3475321162947938
}
}
} |